User | BulbousSum |
Upload Date | February 23 2025 09:09 AM |
Views | 7 |
System Information | |
---|---|
Operating System | Android 10 |
Model | LG Nexus 5X |
Model ID | LGE Nexus 5X |
Motherboard | bullhead |
Governor | interactive |
CPU Information | |
---|---|
Name | ARM Qualcomm |
Topology | 1 Processor, 6 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3335 revision 2 |
Base Frequency | 1.44 GHz |
Cluster 1 | 4 Cores @ 1.44 GHz |
Cluster 2 | 2 Cores @ 1.82 GHz |
Memory Information | |
---|---|
Size | 1.78 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
59
6.30 IPS |
|
Image Classification (F16)
|
100% |
46
4.91 IPS |
|
Image Classification (I8)
|
81% |
123
13.2 IPS |
|
Image Segmentation (F32)
|
100% |
130
0.80 IPS |
|
Image Segmentation (F16)
|
100% |
130
0.80 IPS |
|
Image Segmentation (I8)
|
89% |
359
2.22 IPS |
|
Pose Estimation (F32)
|
100% |
45
0.18 IPS |
|
Pose Estimation (F16)
|
100% |
38
0.15 IPS |
|
Pose Estimation (I8)
|
80% |
68
0.27 IPS |
|
Object Detection (F32)
|
100% |
62
2.19 IPS |
|
Object Detection (F16)
|
100% |
60
2.10 IPS |
|
Object Detection (I8)
|
52% |
199
6.99 IPS |
|
Face Detection (F32)
|
100% |
112
1.28 IPS |
|
Face Detection (F16)
|
100% |
113
1.30 IPS |
|
Face Detection (I8)
|
75% |
290
3.34 IPS |
|
Text Classification (F32)
|
100% |
46
18.1 IPS |
|
Text Classification (F16)
|
100% |
65
25.6 IPS |
|
Machine Translation (F32)
|
100% |
50
7.64 IPS |
|
Machine Translation (F16)
|
100% |
51
7.90 IPS |